github-actions[bot] commented on PR #5832:
URL: https://github.com/apache/texera/pull/5832#issuecomment-4760317460

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 6 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `357fed0` benchmarked on **this same runner**, so 
the delta is largely free of cross-runner hardware noise. The "7d avg" column 
still reflects the gh-pages dashboard. Treat <±5% as noise unless repeated.
   
   [Dashboard](https://apache.github.io/texera/dev/bench/) · 
[Run](https://github.com/apache/texera/actions/runs/27887264107)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 363 | 0.222 | 27,683/34,434/34,434 us | 🔴 +37.6% / 
🔴 +16.4% |
   | 🔴 | bs=100 sw=10 sl=64 | 933 | 0.57 | 107,937/144,823/144,823 us | 🔴 +6.3% 
/ ⚪ within ±5% |
   | 🟢 | bs=1000 sw=10 sl=64 | 1,115 | 0.681 | 894,317/946,639/946,639 us | 🟢 
-9.1% / 🟢 -8.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `357fed0` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 363 tuples/sec | 456 tuples/sec | 410.82 
tuples/sec | -20.4% | -11.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.222 MB/s | 0.278 MB/s | 0.251 MB/s | -20.1% | 
-11.5% |
   | bs=10 sw=10 sl=64 | p50 | 27,683 us | 20,118 us | 23,785 us | +37.6% | 
+16.4% |
   | bs=10 sw=10 sl=64 | p95 | 34,434 us | 34,624 us | 34,980 us | -0.5% | 
-1.6% |
   | bs=10 sw=10 sl=64 | p99 | 34,434 us | 34,624 us | 34,980 us | -0.5% | 
-1.6% |
   | bs=100 sw=10 sl=64 | throughput | 933 tuples/sec | 939 tuples/sec | 891.94 
tuples/sec | -0.6% | +4.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.57 MB/s | 0.573 MB/s | 0.544 MB/s | -0.5% | 
+4.7% |
   | bs=100 sw=10 sl=64 | p50 | 107,937 us | 102,190 us | 112,277 us | +5.6% | 
-3.9% |
   | bs=100 sw=10 sl=64 | p95 | 144,823 us | 136,294 us | 139,802 us | +6.3% | 
+3.6% |
   | bs=100 sw=10 sl=64 | p99 | 144,823 us | 136,294 us | 139,802 us | +6.3% | 
+3.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,115 tuples/sec | 1,085 tuples/sec | 
1,041 tuples/sec | +2.8% | +7.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.681 MB/s | 0.662 MB/s | 0.635 MB/s | +2.9% 
| +7.2% |
   | bs=1000 sw=10 sl=64 | p50 | 894,317 us | 911,100 us | 972,714 us | -1.8% | 
-8.1% |
   | bs=1000 sw=10 sl=64 | p95 | 946,639 us | 1,041,648 us | 1,023,057 us | 
-9.1% | -7.5% |
   | bs=1000 sw=10 sl=64 | p99 | 946,639 us | 1,041,648 us | 1,023,057 us | 
-9.1% | -7.5% |
   
   </details>
   
   <details><summary>Raw CSV</summary>
   
   ```csv
   
config_idx,batch_size,schema_width,string_len,num_batches,total_ms,total_tuples,total_bytes,tuples_per_sec,mb_per_sec,lat_p50_us,lat_p95_us,lat_p99_us
   0,10,10,64,20,550.43,200,128000,363,0.222,27683.15,34434.30,34434.30
   1,100,10,64,20,2142.97,2000,1280000,933,0.570,107936.70,144823.17,144823.17
   
2,1000,10,64,20,17937.02,20000,12800000,1115,0.681,894317.09,946638.93,946638.93
   ```
   
   </details>
   


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